MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 55 lectures (7h 18m) | Size: 1.11 GB
Learn how to solve modern computing problems with data structures and algorithms
What you'll learn:
Core Concepts
Learning Numerical Algorithms
Learning Big O Notation
Learning Linked Lists
Learning Arrays
Learning Stacks and Queues
Learning Sorting Algorithms
Understanding Searching Algorithms
Learn and Understand Hash Tables
Learn and Understand Recursion
Learn and Understand Backtracking Algorithms
Learn and Understand Trees
Learn and Understand Balanced Trees
Learn and Understand Decision Trees
Learn and Understand Network Algorithms
Requirements
No pre-knowledge is required - enthusiasm is all you need!
Description
Data structures allow organizing data efficiently. With the knowledge of data structures and algorithms at your fingertips, you can write efficient computer programs to solve real-world problems. They are critical to various problems and their suitable implementation can provide a complete solution that acts like reusable code. This course teaches you the essential data structures and the most common algorithms for building easy and maintainable applications.
At the beginning, you will get to know arrays, lists, dictionaries, and sets together with real-world examples of your application. Then, you will learn how to create and use stacks and queues. You will learn to create complex data structures, such as graphs, stacks, and queues. As you make your way through the lectures, you will explore the application of binary searches and binary search trees, along with learning common techniques and structures used in tasks such as preprocessing, modeling, and transforming data. In the following part of the course, the more complex data structures will be introduced, namely trees and graphs, together with some algorithms for searching the shortest path in a graph. We will also discuss how to organize the code in a manageable, consistent, and extendable way. By the end of this course, you will have gained exceptional knowledge of data structure and algorithms and will have developed skills to apply in the real world.
Who this course is for
Web Developers
Software Developers
Programmers
Anyone interested in Data Structures & Algorithms
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